Shengyun Peng

8 papers at tracked venues · 6 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×2 AAAI ×1 ACL ×1 EMNLP ×1 ICCV ×1 ICLR ×1 IJCAI ×1

Frequent coauthors

Duen Horng Chau

×6

Seongmin Lee

×4

Mansi Phute

×3

Qifan Wang

×2

Hanchao Yu

×2

Xuewen Zhang

×2

Zijie J. Wang

×2

Alec Helbling

×2

Pin-Yu Chen

×2

Matthew Hull

×2

Xiaohui Chen

×1

Satya Narayan Shukla

×1

Papers

CompCap: Improving Multimodal Large Language Models with Composite Captions
ICCV 2025 ·
Xiaohui Chen
,
Satya Narayan Shukla
,
Mahmoud Azab
,
Aashu Singh
,
Qifan Wang
,
David Yang
, Shengyun Peng,
Hanchao Yu
,
Shen Yan
,
Xuewen Zhang
,
Baosheng He
Inference Compute-Optimal Video Vision Language Models
ACL 2025 ·
Peiqi Wang
, Shengyun Peng,
Xuewen Zhang
,
Hanchao Yu
,
Yibo Yang
,
Lifu Huang
,
Fujun Liu
,
Qifan Wang
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
EMNLP 2025 ·
Seongmin Lee
,
Aeree Cho
,
Grace C. Kim
, Shengyun Peng,
Mansi Phute
,
Duen Horng Chau
LLM Attributor: Interactive Visual Attribution for LLM Generation
AAAI 2025 ·
Seongmin Lee
,
Zijie J. Wang
,
Aishwarya Chakravarthy
,
Alec Helbling
, Shengyun Peng,
Mansi Phute
,
Duen Horng (Polo) Chau
,
Minsuk Kahng
Shape it Up! Restoring LLM Safety during Finetuning
NeurIPS 2025 · Shengyun Peng,
Pin-Yu Chen
,
Jianfeng Chi
,
Seongmin Lee
,
Duen Horng Chau
Interactive Visual Learning for Stable Diffusion
IJCAI 2024 ·
Seongmin Lee
,
Benjamin Hoover
,
Hendrik Strobelt
,
Zijie J. Wang
, Shengyun Peng,
Austin P. Wright
,
Kevin Li
,
Haekyu Park
,
Haoyang Yang
,
Duen Horng Chau
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
ICLR 2024 ·
Mansi Phute
,
Alec Helbling
,
Matthew Hull
, Shengyun Peng,
Sebastian Szyller
,
Cory Cornelius
,
Duen Horng Chau
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
NeurIPS 2024 · Shengyun Peng,
Pin-Yu Chen
,
Matthew Hull
,
Duen Horng Chau